Concepedia

Author

Sangeun Kum

Korea Advanced Institute of Science and TechnologyORCID

Also Known As

Kum, Sangeun, Sangeun Kum

14

Publications

233

Citations

6

H-Index

24

Concepts

All Affiliations

Korea Advanced Institute of Science and Technology
SK

About

Sangeun Kum is an author at Korea Advanced Institute of Science and Technology specializing in deep learning, engineering, and speech recognition.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

5

5

143

2

Computer Science

4

4

129

3

Data Science

4

4

129

4

Language Studies

1

1

17

5

Linguistics

1

1

17

Sangeun Kum

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6

Publications

216

Citations

6

H-Index

YearCitations

Joint Detection and Classification of Singing Voice Melody Using Convolutional Recurrent Neural Networks

Sangeun Kum, Juhan Nam

Applied Sciences

2019

79

Melody Extraction On Vocal Segments Using Multi-Column Deep Neural Networks.

Sangeun Kum, Changheun Oh, Juhan Nam

International Symposium/Conference on Music Information Retrieval

2016

73

Semantic Tagging of Singing Voices in Popular Music Recordings

Keunhyoung Luke Kim, Jongpil Lee, Sangeun Kum,

IEEE/ACM Transactions on Audio Speech and Language Processing

2020

17

Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music

Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim,

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2022

17

Semi-supervised learning using teacher-student models for vocal melody extraction

Sangeun Kum, Jing-Hua Lin, Li Su,

arXiv (Cornell University)

2020

16

Combining Multi-Scale Features Using Sample-level Deep Convolutional Neural Networks for Weakly Supervised Sound Event Detection

Jongpil Lee, Ji Young Park, Sangeun Kum,

2017

14

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